Actually you can.
Budget writing is one of the minefields for start-up nonprofits, where you probably don’t have seed money, savings or an endowment, and need to run the business on current revenues. But writing a budget doesn’t have to be a scary or onerous proposition, although you should be prepared for a lot of research and several drafts.
Here’s a step by step overview of the process.
Juno Consulting 